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Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 42
作者:
Gao, Juan
;
Liu, Xin-Wei
;
Dai, Yu-Hong
;
Huang, Yakui
;
Gu, Junhua
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/02/07
Distributed non-convex optimization
Machine learning
Momentum methods
Optimization algorithms
Convergence rate
A Hierarchical LiDAR Odometry via Maximum Likelihood Estimation With Tightly Associated Distributions
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 卷号: 71, 期号: 10, 页码: 10254-10268
作者:
Wang, Chengpeng
;
Cao, Zhiqiang
;
Li, Jianjie
;
Liang, Shuang
;
Tan, Min
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/12/27
Point cloud compression
Laser radar
Feature extraction
Smoothing methods
Three-dimensional displays
Optimization
Simultaneous localization and mapping
3D LiDAR odometry
fixed-lag smoothing
hierarchical optimization
maximum likelihood estimation
Sparse estimation via lower-order penalty optimization methods in high-dimensional linear regression
期刊论文
JOURNAL OF GLOBAL OPTIMIZATION, 2022, 页码: 35
作者:
Li, Xin
;
Hu, Yaohua
;
Li, Chong
;
Yang, Xiaoqi
;
Jiang, Tianzi
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  |  
浏览/下载:15/0
  |  
提交时间:2022/11/14
Sparse optimization
Lower-order penalty methods
Restricted eigenvalue condition
Recovery bound
Understanding the acceleration phenomenon via high-resolution differential equations
期刊论文
MATHEMATICAL PROGRAMMING, 2022, 卷号: 195, 期号: 1-2, 页码: 79-148
作者:
Shi, Bin
;
Du, Simon S.
;
Jordan, Michael, I
;
Su, Weijie J.
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  |  
浏览/下载:9/0
  |  
提交时间:2023/02/07
Convex optimization
First-order method
Polyak's heavy ball method
Nesterov's accelerated gradient methods
Ordinary differential equation
Lyapunov function
Gradient minimization
A discrete learning fruit fly algorithm based on knowledge for the distributed no-wait flow shop scheduling with due windows
期刊论文
Expert Systems with Applications, 2022, 卷号: 198
作者:
Zhu, Ningning
;
Zhao, Fuqing
;
Wang, Ling
;
Ding, Ruiqing
;
Xu, Tianpeng
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  |  
浏览/下载:29/0
  |  
提交时间:2022/04/21
Fruits
Iterative methods
Job shop scheduling
Learning algorithms
Local search (optimization)
Machine shop practice
Manufacture
Distributed no-wait flow-shop
Due-window
Fruit fly optimization
Fruitflies
Knowledge model
No-wait flowshop
Optimisations
Probability knowledge model
Variable neighborhood descend
Variable neighbourhoods
A multipopulation cooperative coevolutionary whale optimization algorithm with a two-stage orthogonal learning mechanism
期刊论文
Knowledge-Based Systems, 2022, 卷号: 246
作者:
Zhao, Fuqing
;
Bao, Haizhu
;
Wang, Ling
;
Cao, Jie
;
Tang, Jianxin
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/04/21
Domain Knowledge
Iterative methods
Learning algorithms
Vector spaces
Co-evolutionary
Historical information
Learning mechanism
Metaheuristic
Multi population
Optimization algorithms
Orthogonal learning mechanism
Performance
Prediction modelling
Whale optimization algorithm
Adversarial Information Bottleneck
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 10
作者:
Zhai, Penglong
;
Zhang, Shihua
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/02/07
Robustness
Optimization
Mutual information
Deep learning
Perturbation methods
Training
Task analysis
Adversarial robustness
deep learning
hyperparameter selection
information bottleneck (IB)
Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 3, 页码: 1107-1118
作者:
Tao, Wei
;
Wu, Gao-Wei
;
Tao, Qing
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/06/10
Heavy-ball (HB) methods
individual convergence
machine learning
momentum methods
nonsmooth optimization
sparsity
Mixture Correntropy-Based Kernel Extreme Learning Machines
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 811-825
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
;
Qin, Wei
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2022/03/17
Kernel
Optimization
Learning systems
Robustness
Support vector machines
Mean square error methods
Extreme learning machine (ELM)
kernel method
mixture correntropy
online learning
On the acceleration of the Barzilai-Borwein method
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 页码: 24
作者:
Huang, Yakui
;
Dai, Yu-Hong
;
Liu, Xin-Wei
;
Zhang, Hongchao
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/04/02
Barzilai-Borwein method
Gradient methods
Finite termination
Quadratic optimization
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